I have seen hallucinations in comments more than in code. In some of the code hallucinations, I can correct them myself. The hallucinations are obvious. try wit

I have seen hallucinations in comments more than in code. In some of the code hallucinations, I can correct them myself. The hallucinations are obvious. try without finally blocks etc. So my workflow is to just review every bit of code the assistant generates and sometimes I ask the assistant (I'm using Cody) to revisit a particular portion of the code. It usually corrects and spits out a new variant. My experience has been nothing short of spectacular in using assistants for hobby projects, sometimes even for checking design patterns. I can usually submit a piece of code and ask if the code follows a good pattern under the <given> constraints. I usually get a good recommendation that clearly points out the pros and cons of the said pattern.